國泰大數據

Dataset info

Number of variables	132
Number of observations	100000
Missing cells	2235060 (16.9%)
Duplicate rows	0 (0.0%)
Total size in memory	100.7 MiB
Average record size in memory	1.0 KiB

Variables types

Numeric	38
Categorical	12
Boolean	80
Date	0
URL	0
Text (Unique)	0
Rejected	2
Unsupported	0

Warnings

`A_IND` has 79871 (79.9%) missing values	Missing
`ACCIDENT_HOSPITAL_REC_AMT` has 26596 (26.6%) zeros	Zeros
`ACCIDENT_HOSPITAL_REC_AMT` has 27540 (27.5%) missing values	Missing
`AG_CNT` has 43314 (43.3%) zeros	Zeros
`AG_NOW_CNT` has 64719 (64.7%) zeros	Zeros
`ANNUAL_INCOME_AMT` is highly skewed (γ1 = 94.00856744)	Skewed
`ANNUAL_INCOME_AMT` has 39201 (39.2%) missing values	Missing
`ANNUAL_PREMIUM_AMT` is highly skewed (γ1 = 29.61355262)	Skewed
`ANNUAL_PREMIUM_AMT` has 1372 (1.4%) zeros	Zeros
`ANNUAL_PREMIUM_AMT` has 62445 (62.4%) missing values	Missing
`ANNUITY_AMT` has 54152 (54.2%) zeros	Zeros
`ANNUITY_AMT` has 27540 (27.5%) missing values	Missing
`APC_1ST_AGE` has 43282 (43.3%) missing values	Missing
`APC_1ST_YEARDIF` has 1602 (1.6%) zeros	Zeros
`APC_1ST_YEARDIF` has 43282 (43.3%) missing values	Missing
`APC_CNT` has 39610 (39.6%) zeros	Zeros
`B_IND` has 79871 (79.9%) missing values	Missing
`BANK_NUMBER_CNT` has 63881 (63.9%) zeros	Zeros
`BMI` has 16645 (16.6%) missing values	Missing
`C_IND` has 79871 (79.9%) missing values	Missing
`CHANNEL_A_POL_CNT` has 55427 (55.4%) zeros	Zeros
`CHANNEL_B_POL_CNT` has 97915 (97.9%) zeros	Zeros
`CLC_CUR_NUM` has 56179 (56.2%) zeros	Zeros
`DIEACCIDENT_AMT` has 13399 (13.4%) zeros	Zeros
`DIEACCIDENT_AMT` has 27540 (27.5%) missing values	Missing
`DIEBENEFIT_AMT` is highly correlated with `DIEACCIDENT_AMT` (ρ = 0.9402088548)	Rejected
`DISEASES_HOSPITAL_REC_AMT` is highly correlated with `ACCIDENT_HOSPITAL_REC_AMT` (ρ = 0.9462433008)	Rejected
`EDUCATION_CD` has 20562 (20.6%) missing values	Missing
`EXPIRATION_AMT` is highly skewed (γ1 = 29.86835614)	Skewed
`EXPIRATION_AMT` has 71299 (71.3%) zeros	Zeros
`EXPIRATION_AMT` has 27540 (27.5%) missing values	Missing
`FINANCETOOLS_A` has 62641 (62.6%) missing values	Missing
`FINANCETOOLS_B` has 62641 (62.6%) missing values	Missing
`FINANCETOOLS_C` has 62641 (62.6%) missing values	Missing
`FINANCETOOLS_D` has 62641 (62.6%) missing values	Missing
`FINANCETOOLS_E` has 62641 (62.6%) missing values	Missing
`FINANCETOOLS_F` has 62641 (62.6%) missing values	Missing
`FINANCETOOLS_G` has 62641 (62.6%) missing values	Missing
`FIRST_CANCER_AMT` has 43869 (43.9%) zeros	Zeros
`FIRST_CANCER_AMT` has 27540 (27.5%) missing values	Missing
`IF_ADD_INSD_F_IND` has 51848 (51.8%) missing values	Missing
`IF_ADD_INSD_G_IND` has 51848 (51.8%) missing values	Missing
`IF_ADD_INSD_L_IND` has 51848 (51.8%) missing values	Missing
`IF_ADD_INSD_Q_IND` has 51848 (51.8%) missing values	Missing
`IF_ADD_INSD_R_IND` has 51848 (51.8%) missing values	Missing
`IF_ISSUE_INSD_A_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_B_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_C_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_D_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_E_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_F_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_G_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_H_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_I_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_J_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_K_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_L_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_M_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_N_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_O_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_P_IND` has 20083 (20.1%) missing values	Missing
`IF_ISSUE_INSD_Q_IND` has 20083 (20.1%) missing values	Missing
`ILL_ACCELERATION_AMT` has 62890 (62.9%) zeros	Zeros
`ILL_ACCELERATION_AMT` has 27540 (27.5%) missing values	Missing
`ILL_ADDITIONAL_AMT` has 65383 (65.4%) zeros	Zeros
`ILL_ADDITIONAL_AMT` has 27540 (27.5%) missing values	Missing
`IM_CNT` has 71780 (71.8%) zeros	Zeros
`INPATIENT_SURGERY_AMT` has 31509 (31.5%) zeros	Zeros
`INPATIENT_SURGERY_AMT` has 27540 (27.5%) missing values	Missing
`INSD_CNT` has 83858 (83.9%) zeros	Zeros
`INSD_LAST_YEARDIF_CNT` has 6261 (6.3%) zeros	Zeros
`L1YR_A_ISSUE_CNT` has 93490 (93.5%) zeros	Zeros
`L1YR_B_ISSUE_CNT` is highly skewed (γ1 = 22.14429664)	Skewed
`L1YR_B_ISSUE_CNT` has 99691 (99.7%) zeros	Zeros
`L1YR_C_CNT` has 87936 (87.9%) missing values	Missing
`L1YR_GROSS_PRE_AMT` is highly skewed (γ1 = 31.75482256)	Skewed
`L1YR_GROSS_PRE_AMT` has 60988 (61.0%) zeros	Zeros
`LEVEL` has 43305 (43.3%) missing values	Missing
`LIFE_INSD_CNT` has 20083 (20.1%) zeros	Zeros
`LONG_TERM_CARE_AMT` has 70778 (70.8%) zeros	Zeros
`LONG_TERM_CARE_AMT` has 27540 (27.5%) missing values	Missing
`MARRIAGE_CD` has 7951 (8.0%) missing values	Missing
`MONTHLY_CARE_AMT` has 52365 (52.4%) zeros	Zeros
`MONTHLY_CARE_AMT` has 27540 (27.5%) missing values	Missing
`OCCUPATION_CLASS_CD` has 3960 (4.0%) missing values	Missing
`OUTPATIENT_SURGERY_AMT` has 32697 (32.7%) zeros	Zeros
`OUTPATIENT_SURGERY_AMT` has 27540 (27.5%) missing values	Missing
`PAY_LIMIT_MED_MISC_AMT` has 52955 (53.0%) zeros	Zeros
`PAY_LIMIT_MED_MISC_AMT` has 27540 (27.5%) missing values	Missing
`POLICY_VALUE_AMT` is highly skewed (γ1 = 21.37832188)	Skewed
`POLICY_VALUE_AMT` has 61862 (61.9%) zeros	Zeros
`POLICY_VALUE_AMT` has 27540 (27.5%) missing values	Missing
`REBUY_TIMES_CNT` has 43282 (43.3%) missing values	Missing
`RFM_M_LEVEL` has 43282 (43.3%) missing values	Missing
`RFM_R` has 43294 (43.3%) missing values	Missing
`TERMINATION_RATE` has 44093 (44.1%) zeros	Zeros
`TERMINATION_RATE` has 43282 (43.3%) missing values	Missing
`TOOL_VISIT_1YEAR_CNT` has 68792 (68.8%) zeros	Zeros

A_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	79.9%
Missing (n)	79871

N	12979
Y	7150
(Missing)	79871

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Value	Count	Frequency (%)
N	12979	13.0%
Y	7150	7.1%
(Missing)	79871	79.9%

ACCIDENT_HOSPITAL_REC_AMT
Numeric

Distinct count	199
Unique (%)	0.2%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1516232752
Minimum	0
Maximum	0.808
Zeros (%)	26.6%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.112
Q3	0.264
95-th percentile	0.424
Maximum	0.808
Range	0.808
Interquartile range	0.264

Descriptive statistics

Standard deviation	0.1514239413
Coef of variation	0.9986853348
Kurtosis	-0.8711823394
Mean	0.1516232752
MAD	0.1323126974
Skewness	0.5765051561
Sum	10986.62252
Variance	0.02292921
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	26596	26.6%
0.08	7693	7.7%
0.16	5981	6.0%
0.344	4584	4.6%
0.24	4274	4.3%
0.264	3448	3.4%
0.424	3408	3.4%
0.32	2771	2.8%
0.4	1548	1.5%
0.184	1314	1.3%
Other values (188)	10843	10.8%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	26596	26.6%
0.0004384	1	< 0.1%
0.0004808	1	< 0.1%
0.0012984	1	< 0.1%
0.0027472	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.808	1	< 0.1%
0.8	1	< 0.1%
0.784	1	< 0.1%
0.76	1	< 0.1%
0.744	1	< 0.1%

AG_CNT
Numeric

Distinct count	18
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.9734
Minimum	0
Maximum	18
Zeros (%)	43.3%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	1
Q3	1
95-th percentile	3
Maximum	18
Range	18
Interquartile range	1

Descriptive statistics

Standard deviation	1.198585335
Coef of variation	1.231338951
Kurtosis	7.479667436
Mean	0.9734
MAD	0.843236952
Skewness	1.992850985
Sum	97340
Variance	1.436606806
Memory size	781.3 KiB

Histogram with fixed size bins (bins=18)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 7.5 8.5 10.5 12.5 18. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	43314	43.3%
1	32822	32.8%
2	14150	14.1%
3	5706	5.7%
4	2335	2.3%
5	956	1.0%
6	392	0.4%
7	170	0.2%
8	79	0.1%
9	26	< 0.1%
Other values (8)	50	0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	43314	43.3%
1	32822	32.8%
2	14150	14.1%
3	5706	5.7%
4	2335	2.3%

Maximum 5 values

Value	Count	Frequency (%)
18	2	< 0.1%
16	3	< 0.1%
15	1	< 0.1%
14	1	< 0.1%
13	2	< 0.1%

AG_NOW_CNT
Numeric

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.45667
Minimum	0
Maximum	10
Zeros (%)	64.7%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	2
Maximum	10
Range	10
Interquartile range	1

Descriptive statistics

Standard deviation	0.7159522589
Coef of variation	1.567767225
Kurtosis	4.708703103
Mean	0.45667
MAD	0.5911045146
Skewness	1.840139739
Sum	45667
Variance	0.512587637
Memory size	781.3 KiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 6.5 10. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	64719	64.7%
1	27099	27.1%
2	6452	6.5%
3	1363	1.4%
4	293	0.3%
5	52	0.1%
6	16	< 0.1%
7	3	< 0.1%
8	2	< 0.1%
10	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	64719	64.7%
1	27099	27.1%
2	6452	6.5%
3	1363	1.4%
4	293	0.3%

Maximum 5 values

Value	Count	Frequency (%)
10	1	< 0.1%
8	2	< 0.1%
7	3	< 0.1%
6	16	< 0.1%
5	52	0.1%

AGE
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

低	27213
中	27148
高	23902

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Common values
Composition

Value	Count	Frequency (%)
低	27213	27.2%
中	27148	27.1%
高	23902	23.9%
中高	21737	21.7%

Max length	2
Mean length	1.21737
Min length	1
Contains chars	False
Contains digits	False
Contains spaces	False
Contains non-words	False

ANNUAL_INCOME_AMT
Numeric

Distinct count	847
Unique (%)	0.8%
Missing (%)	39.2%
Missing (n)	39201
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.0006068425456
Minimum	0
Maximum	0.25
Zeros (%)	< 0.1%

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Quantile statistics

Minimum	0
5-th percentile	8.33e-05
Q1	0.00024999
Median	0.000416657
Q3	0.000666657
95-th percentile	0.001666657
Maximum	0.25
Range	0.25
Interquartile range	0.000416667

Descriptive statistics

Standard deviation	0.001458002214
Coef of variation	2.402603812
Kurtosis	14530.50677
Mean	0.0006068425456
MAD	0.0003732957423
Skewness	94.00856744
Sum	36.89541993
Variance	2.125770455e-06
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.00049999	6310	6.3%
0.000416657	6170	6.2%
0.000208323	5786	5.8%
0.000833323	4791	4.8%
0.00062499	3925	3.9%
0.000666657	3696	3.7%
0.000333323	3148	3.1%
0.00024999	3052	3.1%
0.00124999	2436	2.4%
8.33e-05	2113	2.1%
Other values (836)	19372	19.4%
(Missing)	39201	39.2%

Minimum 5 values

Value	Count	Frequency (%)
0	10	< 0.1%
8e-08	1	< 0.1%
8.4e-07	1	< 0.1%
9.4e-07	19	< 0.1%
9.9e-07	4	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.25	1	< 0.1%
0.08333332	1	< 0.1%
0.06666666	2	< 0.1%
0.05416666	1	< 0.1%
0.04999999	2	< 0.1%

ANNUAL_PREMIUM_AMT
Numeric

Distinct count	26446
Unique (%)	26.4%
Missing (%)	62.4%
Missing (n)	62445
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.00123456077
Minimum	0
Maximum	0.3788604
Zeros (%)	1.4%

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Quantile statistics

Minimum	0
5-th percentile	3.54e-05
Q1	0.000208621
Median	0.000423251
Q3	0.0009992475
95-th percentile	0.0043003922
Maximum	0.3788604
Range	0.3788604
Interquartile range	0.0007906265

Descriptive statistics

Standard deviation	0.004181061097
Coef of variation	3.386679052
Kurtosis	1983.019681
Mean	0.00123456077
MAD	0.001329357506
Skewness	29.61355262
Sum	46.3639297
Variance	1.74812719e-05
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1372	1.4%
0.000338556	95	0.1%
0.00027818	94	0.1%
0.000333816	81	0.1%
0.000389452	79	0.1%
0.000154419	69	0.1%
0.000154325	60	0.1%
0.00056426	47	< 0.1%
0.000225704	46	< 0.1%
0.000470216	42	< 0.1%
Other values (26435)	35570	35.6%
(Missing)	62445	62.4%

Minimum 5 values

Value	Count	Frequency (%)
0	1372	1.4%
1.05e-06	1	< 0.1%
1.41e-06	2	< 0.1%
1.62e-06	1	< 0.1%
1.66e-06	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.3788604	1	< 0.1%
0.1523081	1	< 0.1%
0.1331843	1	< 0.1%
0.1284878	1	< 0.1%
0.1210345	1	< 0.1%

ANNUITY_AMT
Numeric

Distinct count	1427
Unique (%)	1.4%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.002359209893
Minimum	0
Maximum	0.3773451
Zeros (%)	54.2%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0.000213592
95-th percentile	0.01423944
Maximum	0.3773451
Range	0.3773451
Interquartile range	0.000213592

Descriptive statistics

Standard deviation	0.009075469747
Coef of variation	3.846825911
Kurtosis	229.429868
Mean	0.002359209893
MAD	0.003760164337
Skewness	10.69921172
Sum	170.9483489
Variance	8.236415113e-05
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	54152	54.2%
0.000889965	760	0.8%
0.00177993	578	0.6%
0.02135915	446	0.4%
0.003559859	373	0.4%
0.03559859	368	0.4%
0.007119718	328	0.3%
0.000676373	325	0.3%
0.01067958	319	0.3%
0.000605176	305	0.3%
Other values (1416)	14506	14.5%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	54152	54.2%
3.56e-05	11	< 0.1%
7.12e-05	24	< 0.1%
0.000106796	51	0.1%
0.000142394	45	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.3773451	1	< 0.1%
0.3626428	1	< 0.1%
0.3559859	1	< 0.1%
0.3313517	1	< 0.1%
0.2934748	1	< 0.1%

APC_1ST_AGE
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	43.3%
Missing (n)	43282

中高	16507
低	16443
高	14758
(Missing)	43282

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Common values
Composition

Value	Count	Frequency (%)
中高	16507	16.5%
低	16443	16.4%
高	14758	14.8%
中	9010	9.0%
(Missing)	43282	43.3%

Max length	3
Mean length	2.03071
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

APC_1ST_YEARDIF
Numeric

Distinct count	71
Unique (%)	0.1%
Missing (%)	43.3%
Missing (n)	43282
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2587685985
Minimum	0
Maximum	0.9302326
Zeros (%)	1.6%

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Quantile statistics

Minimum	0
5-th percentile	0.02325581
Q1	0.1162791
Median	0.2093023
Q3	0.4186047
95-th percentile	0.6046512
Maximum	0.9302326
Range	0.9302326
Interquartile range	0.3023256

Descriptive statistics

Standard deviation	0.1829683153
Coef of variation	0.7070731009
Kurtosis	-0.5906082129
Mean	0.2587685985
MAD	0.1535813893
Skewness	0.6035491522
Sum	14676.83737
Variance	0.03347740441
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1627907	4047	4.0%
0.04651163	3019	3.0%
0.1860465	2960	3.0%
0.02325581	2783	2.8%
0.1395349	2767	2.8%
0.09302326	2734	2.7%
0.2093023	2731	2.7%
0.06976744	2710	2.7%
0.255814	2533	2.5%
0.2325581	2502	2.5%
Other values (60)	27932	27.9%
(Missing)	43282	43.3%

Minimum 5 values

Value	Count	Frequency (%)
0	1602	1.6%
0.02325581	2783	2.8%
0.023255814	161	0.2%
0.046511628	128	0.1%
0.04651163	3019	3.0%

Maximum 5 values

Value	Count	Frequency (%)
0.9302326	1	< 0.1%
0.8837209	2	< 0.1%
0.8604651	1	< 0.1%
0.8372093	5	< 0.1%
0.8139535	17	< 0.1%

APC_CNT
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.68107
Minimum	0
Maximum	4
Zeros (%)	39.6%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	1
Q3	1
95-th percentile	2
Maximum	4
Range	4
Interquartile range	1

Descriptive statistics

Standard deviation	0.6148474896
Coef of variation	0.9027669544
Kurtosis	-0.1822073915
Mean	0.68107
MAD	0.539543654
Skewness	0.4098002513
Sum	68107
Variance	0.3780374355
Memory size	781.3 KiB

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
1	52987	53.0%
0	39610	39.6%
2	7099	7.1%
3	294	0.3%
4	10	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	39610	39.6%
1	52987	53.0%
2	7099	7.1%
3	294	0.3%
4	10	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4	10	< 0.1%
3	294	0.3%
2	7099	7.1%
1	52987	53.0%
0	39610	39.6%

B_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	79.9%
Missing (n)	79871

N	16022
Y	4107
(Missing)	79871

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Value	Count	Frequency (%)
N	16022	16.0%
Y	4107	4.1%
(Missing)	79871	79.9%

BANK_NUMBER_CNT
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.0560275
Minimum	0
Maximum	0.875
Zeros (%)	63.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0.125
95-th percentile	0.25
Maximum	0.875
Range	0.875
Interquartile range	0.125

Descriptive statistics

Standard deviation	0.08406316024
Coef of variation	1.500391062
Kurtosis	2.631675743
Mean	0.0560275
MAD	0.07158185455
Skewness	1.54881681
Sum	5602.75
Variance	0.00706661491
Memory size	781.3 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[0. 0.0625 0.1875 0.3125 0.4375 0.5625 0.6875 0.875 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	63881	63.9%
0.125	28760	28.8%
0.25	6194	6.2%
0.375	1003	1.0%
0.5	148	0.1%
0.625	12	< 0.1%
0.875	1	< 0.1%
0.75	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	63881	63.9%
0.125	28760	28.8%
0.25	6194	6.2%
0.375	1003	1.0%
0.5	148	0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.875	1	< 0.1%
0.75	1	< 0.1%
0.625	12	< 0.1%
0.5	148	0.1%
0.375	1003	1.0%

BMI
Numeric

Distinct count	33
Unique (%)	< 0.1%
Missing (%)	16.6%
Missing (n)	16645
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.2642408974
Minimum	0
Maximum	0.925
Zeros (%)	0.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0.1
Q1	0.2
Median	0.275
Q3	0.325
95-th percentile	0.4
Maximum	0.925
Range	0.925
Interquartile range	0.125

Descriptive statistics

Standard deviation	0.0913669734
Coef of variation	0.3457715074
Kurtosis	-0.1452566322
Mean	0.2642408974
MAD	0.07324587979
Skewness	-0.1182419034
Sum	22025.8
Variance	0.008347923828
Memory size	781.3 KiB

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
0.275	9607	9.6%
0.25	9248	9.2%
0.3	8307	8.3%
0.225	7817	7.8%
0.325	7372	7.4%
0.35	6501	6.5%
0.2	6184	6.2%
0.175	4769	4.8%
0.375	4557	4.6%
0.15	3629	3.6%
Other values (22)	15364	15.4%
(Missing)	16645	16.6%

Minimum 5 values

Value	Count	Frequency (%)
0	63	0.1%
0.025	371	0.4%
0.05	924	0.9%
0.075	1125	1.1%
0.1	2347	2.3%

Maximum 5 values

Value	Count	Frequency (%)
0.925	1	< 0.1%
0.8	1	< 0.1%
0.75	2	< 0.1%
0.7	2	< 0.1%
0.675	3	< 0.1%

C_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	79.9%
Missing (n)	79871

N	19737
Y	392
(Missing)	79871

Toggle details

Value	Count	Frequency (%)
N	19737	19.7%
Y	392	0.4%
(Missing)	79871	79.9%

CHANNEL_A_POL_CNT
Numeric

Distinct count	65
Unique (%)	0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.62773
Minimum	0
Maximum	97
Zeros (%)	55.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	2
95-th percentile	7
Maximum	97
Range	97
Interquartile range	2

Descriptive statistics

Standard deviation	3.36579832
Coef of variation	2.067786623
Kurtosis	66.62055613
Mean	1.62773
MAD	1.981624548
Skewness	5.727391915
Sum	162773
Variance	11.32859833
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 24.5 29.5 40.5 61.5 97. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	55427	55.4%
1	14116	14.1%
2	9664	9.7%
3	6174	6.2%
4	4089	4.1%
5	2560	2.6%
6	1929	1.9%
7	1345	1.3%
8	1010	1.0%
9	740	0.7%
Other values (55)	2946	2.9%

Minimum 5 values

Value	Count	Frequency (%)
0	55427	55.4%
1	14116	14.1%
2	9664	9.7%
3	6174	6.2%
4	4089	4.1%

Maximum 5 values

Value	Count	Frequency (%)
97	1	< 0.1%
93	1	< 0.1%
86	1	< 0.1%
82	2	< 0.1%
69	1	< 0.1%

CHANNEL_B_POL_CNT
Numeric

Distinct count	13
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.03108
Minimum	0
Maximum	17
Zeros (%)	97.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	17
Range	17
Interquartile range	0

Descriptive statistics

Standard deviation	0.2623256025
Coef of variation	8.440334702
Kurtosis	464.7360887
Mean	0.03108
MAD	0.060863964
Skewness	15.69711961
Sum	3108
Variance	0.06881472175
Memory size	781.3 KiB

Histogram with fixed size bins (bins=13)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 6.5 17. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	97915	97.9%
1	1480	1.5%
2	382	0.4%
3	128	0.1%
4	55	0.1%
5	18	< 0.1%
6	11	< 0.1%
7	4	< 0.1%
9	2	< 0.1%
8	2	< 0.1%
Other values (3)	3	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	97915	97.9%
1	1480	1.5%
2	382	0.4%
3	128	0.1%
4	55	0.1%

Maximum 5 values

Value	Count	Frequency (%)
17	1	< 0.1%
14	1	< 0.1%
11	1	< 0.1%
9	2	< 0.1%
8	2	< 0.1%

CHARGE_CITY_CD
Categorical

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

B1	51618
A1	16513
C2	8601
Other values (5)	23268

Toggle details

Common values
Composition

Value	Count	Frequency (%)
B1	51618	51.6%
A1	16513	16.5%
C2	8601	8.6%
A2	8431	8.4%
B2	7574	7.6%
C1	4820	4.8%
D	2209	2.2%
E	234	0.2%

Max length	2
Mean length	1.97557
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	False

CLC_CUR_NUM
Numeric

Distinct count	9
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.55733
Minimum	0
Maximum	8
Zeros (%)	56.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	2
Maximum	8
Range	8
Interquartile range	1

Descriptive statistics

Standard deviation	0.7401883206
Coef of variation	1.328097035
Kurtosis	3.293607064
Mean	0.55733
MAD	0.6262048414
Skewness	1.508170765
Sum	55733
Variance	0.5478787499
Memory size	781.3 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 5.5 6.5 8. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	56179	56.2%
1	34397	34.4%
2	7445	7.4%
3	1582	1.6%
4	314	0.3%
5	61	0.1%
6	16	< 0.1%
7	5	< 0.1%
8	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	56179	56.2%
1	34397	34.4%
2	7445	7.4%
3	1582	1.6%
4	314	0.3%

Maximum 5 values

Value	Count	Frequency (%)
8	1	< 0.1%
7	5	< 0.1%
6	16	< 0.1%
5	61	0.1%
4	314	0.3%

CONTACT_CITY_CD
Categorical

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

A1	27066
B1	18680
A2	14489
Other values (5)	39765

Toggle details

Common values
Composition

Value	Count	Frequency (%)
A1	27066	27.1%
B1	18680	18.7%
A2	14489	14.5%
C2	14454	14.5%
B2	13027	13.0%
C1	7961	8.0%
D	3852	3.9%
E	471	0.5%

Max length	2
Mean length	1.95677
Min length	1
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	False

CUS_ID
Numeric

Distinct count	100000
Unique (%)	100.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1267298.926
Minimum	12
Maximum	2551470
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	12
5-th percentile	125684.7
Q1	627539.75
Median	1261358
Q3	1903561.25
95-th percentile	2424693.1
Maximum	2551470
Range	2551458
Interquartile range	1276021.5

Descriptive statistics

Standard deviation	738253.4022
Coef of variation	0.5825408567
Kurtosis	-1.20476731
Mean	1267298.926
MAD	639716.9706
Skewness	0.01703404551
Sum	1.267298926e+11
Variance	5.450180859e+11
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[1.20000e+01 8.02179e+05 2.55147e+06], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1294227	1	< 0.1%
1553123	1	< 0.1%
2015949	1	< 0.1%
580302	1	< 0.1%
447183	1	< 0.1%
797392	1	< 0.1%
724524	1	< 0.1%
1639641	1	< 0.1%
406227	1	< 0.1%
264916	1	< 0.1%
Other values (99990)	99990	> 99.9%

Minimum 5 values

Value	Count	Frequency (%)
12	1	< 0.1%
23	1	< 0.1%
44	1	< 0.1%
64	1	< 0.1%
74	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
2551470	1	< 0.1%
2551449	1	< 0.1%
2551407	1	< 0.1%
2551400	1	< 0.1%
2551398	1	< 0.1%

CUST_9_SEGMENTS_CD
Categorical

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

C	31303
H	24023
F	18323
Other values (5)	26351

Toggle details

Common values
Composition

Value	Count	Frequency (%)
C	31303	31.3%
H	24023	24.0%
F	18323	18.3%
G	16160	16.2%
E	6241	6.2%
B	1805	1.8%
D	1502	1.5%
A	643	0.6%

Max length	1
Mean length	1
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

DIEACCIDENT_AMT
Numeric

Distinct count	44675
Unique (%)	44.7%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.004402396588
Minimum	0
Maximum	0.3622524
Zeros (%)	13.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.000259875
Median	0.002436944
Q3	0.00578676175
95-th percentile	0.0156378115
Maximum	0.3622524
Range	0.3622524
Interquartile range	0.00552688675

Descriptive statistics

Standard deviation	0.007035128492
Coef of variation	1.59802243
Kurtosis	156.7791685
Mean	0.004402396588
MAD	0.004200058685
Skewness	7.093390651
Sum	318.9976568
Variance	4.949303289e-05
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	13399	13.4%
0.002598753	740	0.7%
0.000259875	632	0.6%
0.000779626	596	0.6%
0.001299377	450	0.4%
0.001559252	356	0.4%
0.000519751	289	0.3%
0.005197507	265	0.3%
0.005743245	251	0.3%
0.003118504	224	0.2%
Other values (44664)	55258	55.3%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	13399	13.4%
1.04e-08	1	< 0.1%
1.3e-08	1	< 0.1%
7.02e-08	1	< 0.1%
3.12e-07	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.3622524	1	< 0.1%
0.2170778	1	< 0.1%
0.1769855	1	< 0.1%
0.1762318	1	< 0.1%
0.1584455	1	< 0.1%

DIEBENEFIT_AMT
Highly correlated

This variable is highly correlated with DIEACCIDENT_AMT and should be ignored for analysis

Correlation	0.9402088548

DISEASES_HOSPITAL_REC_AMT
Highly correlated

This variable is highly correlated with ACCIDENT_HOSPITAL_REC_AMT and should be ignored for analysis

Correlation	0.9462433008

EDUCATION_CD
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	20.6%
Missing (n)	20562

3	30586
1	24873
2	20120
(Missing)	20562

Toggle details

Common values
Composition

Value	Count	Frequency (%)
3	30586	30.6%
1	24873	24.9%
2	20120	20.1%
4	3859	3.9%
(Missing)	20562	20.6%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

EXPIRATION_AMT
Numeric

Distinct count	299
Unique (%)	0.3%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.0003208913359
Minimum	0
Maximum	0.2875879
Zeros (%)	71.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	0.2875879
Range	0.2875879
Interquartile range	0

Descriptive statistics

Standard deviation	0.003795351796
Coef of variation	11.82752967
Kurtosis	1498.404741
Mean	0.0003208913359
MAD	0.0006315249474
Skewness	29.86835614
Sum	23.2517862
Variance	1.440469526e-05
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	71299	71.3%
0.02044154	207	0.2%
0.01226492	205	0.2%
0.008176615	125	0.1%
0.004088307	67	0.1%
0.04088307	40	< 0.1%
0.02861815	31	< 0.1%
0.02452984	27	< 0.1%
0.012264922	17	< 0.1%
0.01430908	17	< 0.1%
Other values (288)	425	0.4%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	71299	71.3%
4.09e-05	1	< 0.1%
8.18e-05	1	< 0.1%
0.000159444	1	< 0.1%
0.000183974	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.2875879	1	< 0.1%
0.2796402	1	< 0.1%
0.2044154	2	< 0.1%
0.186426819	1	< 0.1%
0.1760793	1	< 0.1%

FINANCETOOLS_A
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	62.6%
Missing (n)	62641

Y	26456
N	10903
(Missing)	62641

Toggle details

Value	Count	Frequency (%)
Y	26456	26.5%
N	10903	10.9%
(Missing)	62641	62.6%

FINANCETOOLS_B
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	62.6%
Missing (n)	62641

N	33826
Y	3533
(Missing)	62641

Toggle details

Value	Count	Frequency (%)
N	33826	33.8%
Y	3533	3.5%
(Missing)	62641	62.6%

FINANCETOOLS_C
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	62.6%
Missing (n)	62641

N	24837
Y	12522
(Missing)	62641

Toggle details

Value	Count	Frequency (%)
N	24837	24.8%
Y	12522	12.5%
(Missing)	62641	62.6%

FINANCETOOLS_D
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	62.6%
Missing (n)	62641

N	34308
Y	3051
(Missing)	62641

Toggle details

Value	Count	Frequency (%)
N	34308	34.3%
Y	3051	3.1%
(Missing)	62641	62.6%

FINANCETOOLS_E
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	62.6%
Missing (n)	62641

N	37114
Y	245
(Missing)	62641

Toggle details

Value	Count	Frequency (%)
N	37114	37.1%
Y	245	0.2%
(Missing)	62641	62.6%

FINANCETOOLS_F
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	62.6%
Missing (n)	62641

N	36161
Y	1198
(Missing)	62641

Toggle details

Value	Count	Frequency (%)
N	36161	36.2%
Y	1198	1.2%
(Missing)	62641	62.6%

FINANCETOOLS_G
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	62.6%
Missing (n)	62641

N	34101
Y	3258
(Missing)	62641

Toggle details

Value	Count	Frequency (%)
N	34101	34.1%
Y	3258	3.3%
(Missing)	62641	62.6%

FIRST_CANCER_AMT
Numeric

Distinct count	404
Unique (%)	0.4%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01428443564
Minimum	0
Maximum	0.7345912
Zeros (%)	43.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0.01886792
95-th percentile	0.06289308
Maximum	0.7345912
Range	0.7345912
Interquartile range	0.01886792

Descriptive statistics

Standard deviation	0.0334391356
Coef of variation	2.340949019
Kurtosis	49.52983144
Mean	0.01428443564
MAD	0.01835582115
Skewness	5.600914189
Sum	1035.050207
Variance	0.00111817579
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	43869	43.9%
0.01886792	7628	7.6%
0.009433962	7505	7.5%
0.03773585	3383	3.4%
0.06289308	1232	1.2%
0.03144654	935	0.9%
0.02830189	927	0.9%
0.05660377	743	0.7%
0.02515723	693	0.7%
0.1257862	663	0.7%
Other values (393)	4882	4.9%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	43869	43.9%
0.001528553	1	< 0.1%
0.002325283	1	< 0.1%
0.00274717	1	< 0.1%
0.002992453	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.7345912	1	< 0.1%
0.6918239	1	< 0.1%
0.6792453	1	< 0.1%
0.6383648	1	< 0.1%
0.6289308	5	< 0.1%

GENDER
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.7%
Missing (n)	683

F	52944
M	46373
(Missing)	683

Toggle details

Common values
Composition

Value	Count	Frequency (%)
F	52944	52.9%
M	46373	46.4%
(Missing)	683	0.7%

Max length	3
Mean length	1.01366
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

IF_2ND_GEN_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

Y	54315
N	45685

Toggle details

Value	Count	Frequency (%)
Y	54315	54.3%
N	45685	45.7%

IF_ADD_F_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	88620
Y	11380

Toggle details

Value	Count	Frequency (%)
N	88620	88.6%
Y	11380	11.4%

IF_ADD_G_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	99404
Y	596

Toggle details

Value	Count	Frequency (%)
N	99404	99.4%
Y	596	0.6%

IF_ADD_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	75242
Y	24758

Toggle details

Value	Count	Frequency (%)
N	75242	75.2%
Y	24758	24.8%

IF_ADD_INSD_F_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	51.8%
Missing (n)	51848

Y	24196
N	23956
(Missing)	51848

Toggle details

Value	Count	Frequency (%)
Y	24196	24.2%
N	23956	24.0%
(Missing)	51848	51.8%

IF_ADD_INSD_G_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	51.8%
Missing (n)	51848

N	47418
Y	734
(Missing)	51848

Toggle details

Value	Count	Frequency (%)
N	47418	47.4%
Y	734	0.7%
(Missing)	51848	51.8%

IF_ADD_INSD_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.2%
Missing (n)	171

N	51853
Y	47976
(Missing)	171

Toggle details

Value	Count	Frequency (%)
N	51853	51.9%
Y	47976	48.0%
(Missing)	171	0.2%

IF_ADD_INSD_L_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	51.8%
Missing (n)	51848

Y	36432
N	11720
(Missing)	51848

Toggle details

Value	Count	Frequency (%)
Y	36432	36.4%
N	11720	11.7%
(Missing)	51848	51.8%

IF_ADD_INSD_Q_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	51.8%
Missing (n)	51848

Y	37145
N	11007
(Missing)	51848

Toggle details

Value	Count	Frequency (%)
Y	37145	37.1%
N	11007	11.0%
(Missing)	51848	51.8%

IF_ADD_INSD_R_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	51.8%
Missing (n)	51848

N	30864
Y	17288
(Missing)	51848

Toggle details

Value	Count	Frequency (%)
N	30864	30.9%
Y	17288	17.3%
(Missing)	51848	51.8%

IF_ADD_L_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	81537
Y	18463

Toggle details

Value	Count	Frequency (%)
N	81537	81.5%
Y	18463	18.5%

IF_ADD_Q_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	81054
Y	18946

Toggle details

Value	Count	Frequency (%)
N	81054	81.1%
Y	18946	18.9%

IF_ADD_R_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	85375
Y	14625

Toggle details

Value	Count	Frequency (%)
N	85375	85.4%
Y	14625	14.6%

IF_HOUSEHOLD_CLAIM_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

Y	51454
N	48546

Toggle details

Value	Count	Frequency (%)
Y	51454	51.5%
N	48546	48.5%

IF_ISSUE_A_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	98123
Y	1877

Toggle details

Value	Count	Frequency (%)
N	98123	98.1%
Y	1877	1.9%

IF_ISSUE_B_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	99021
Y	979

Toggle details

Value	Count	Frequency (%)
N	99021	99.0%
Y	979	1.0%

IF_ISSUE_C_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	96411
Y	3589

Toggle details

Value	Count	Frequency (%)
N	96411	96.4%
Y	3589	3.6%

IF_ISSUE_D_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	92820
Y	7180

Toggle details

Value	Count	Frequency (%)
N	92820	92.8%
Y	7180	7.2%

IF_ISSUE_E_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	99862
Y	138

Toggle details

Value	Count	Frequency (%)
N	99862	99.9%
Y	138	0.1%

IF_ISSUE_F_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	97101
Y	2899

Toggle details

Value	Count	Frequency (%)
N	97101	97.1%
Y	2899	2.9%

IF_ISSUE_G_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	97325
Y	2675

Toggle details

Value	Count	Frequency (%)
N	97325	97.3%
Y	2675	2.7%

IF_ISSUE_H_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	99966
Y	34

Toggle details

Value	Count	Frequency (%)
N	99966	> 99.9%
Y	34	< 0.1%

IF_ISSUE_I_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	94373
Y	5627

Toggle details

Value	Count	Frequency (%)
N	94373	94.4%
Y	5627	5.6%

IF_ISSUE_INSD_A_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	77547
Y	2370
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	77547	77.5%
Y	2370	2.4%
(Missing)	20083	20.1%

IF_ISSUE_INSD_B_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	77949
Y	1968
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	77949	77.9%
Y	1968	2.0%
(Missing)	20083	20.1%

IF_ISSUE_INSD_C_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	73297
Y	6620
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	73297	73.3%
Y	6620	6.6%
(Missing)	20083	20.1%

IF_ISSUE_INSD_D_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	67753
Y	12164
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	67753	67.8%
Y	12164	12.2%
(Missing)	20083	20.1%

IF_ISSUE_INSD_E_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	79757
Y	160
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	79757	79.8%
Y	160	0.2%
(Missing)	20083	20.1%

IF_ISSUE_INSD_F_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	75467
Y	4450
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	75467	75.5%
Y	4450	4.5%
(Missing)	20083	20.1%

IF_ISSUE_INSD_G_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	76078
Y	3839
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	76078	76.1%
Y	3839	3.8%
(Missing)	20083	20.1%

IF_ISSUE_INSD_H_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	79883
Y	34
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	79883	79.9%
Y	34	< 0.1%
(Missing)	20083	20.1%

IF_ISSUE_INSD_I_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	70807
Y	9110
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	70807	70.8%
Y	9110	9.1%
(Missing)	20083	20.1%

IF_ISSUE_INSD_J_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	59422
Y	20495
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	59422	59.4%
Y	20495	20.5%
(Missing)	20083	20.1%

IF_ISSUE_INSD_K_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	79385
Y	532
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	79385	79.4%
Y	532	0.5%
(Missing)	20083	20.1%

IF_ISSUE_INSD_L_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	79146
Y	771
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	79146	79.1%
Y	771	0.8%
(Missing)	20083	20.1%

IF_ISSUE_INSD_M_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	79752
Y	165
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	79752	79.8%
Y	165	0.2%
(Missing)	20083	20.1%

IF_ISSUE_INSD_N_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	55664
Y	24253
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	55664	55.7%
Y	24253	24.3%
(Missing)	20083	20.1%

IF_ISSUE_INSD_O_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	78412
Y	1505
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	78412	78.4%
Y	1505	1.5%
(Missing)	20083	20.1%

IF_ISSUE_INSD_P_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	52368
Y	27549
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	52368	52.4%
Y	27549	27.5%
(Missing)	20083	20.1%

IF_ISSUE_INSD_Q_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	20.1%
Missing (n)	20083

N	44690
Y	35227
(Missing)	20083

Toggle details

Value	Count	Frequency (%)
N	44690	44.7%
Y	35227	35.2%
(Missing)	20083	20.1%

IF_ISSUE_J_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	89030
Y	10970

Toggle details

Value	Count	Frequency (%)
N	89030	89.0%
Y	10970	11.0%

IF_ISSUE_K_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	99745
Y	255

Toggle details

Value	Count	Frequency (%)
N	99745	99.7%
Y	255	0.3%

IF_ISSUE_L_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	99466
Y	534

Toggle details

Value	Count	Frequency (%)
N	99466	99.5%
Y	534	0.5%

IF_ISSUE_M_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	99900
Y	100

Toggle details

Value	Count	Frequency (%)
N	99900	99.9%
Y	100	0.1%

IF_ISSUE_N_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	84878
Y	15122

Toggle details

Value	Count	Frequency (%)
N	84878	84.9%
Y	15122	15.1%

IF_ISSUE_O_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	98835
Y	1165

Toggle details

Value	Count	Frequency (%)
N	98835	98.8%
Y	1165	1.2%

IF_ISSUE_P_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	84978
Y	15022

Toggle details

Value	Count	Frequency (%)
N	84978	85.0%
Y	15022	15.0%

IF_ISSUE_Q_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	81592
Y	18408

Toggle details

Value	Count	Frequency (%)
N	81592	81.6%
Y	18408	18.4%

IF_S_REAL_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	68627
Y	31373

Toggle details

Value	Count	Frequency (%)
N	68627	68.6%
Y	31373	31.4%

IF_Y_REAL_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	82112
Y	17888

Toggle details

Value	Count	Frequency (%)
N	82112	82.1%
Y	17888	17.9%

ILL_ACCELERATION_AMT
Numeric

Distinct count	1005
Unique (%)	1.0%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.004283638124
Minimum	0
Maximum	0.666666667
Zeros (%)	62.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0.03333333
Maximum	0.666666667
Range	0.666666667
Interquartile range	0

Descriptive statistics

Standard deviation	0.01416270902
Coef of variation	3.306233769
Kurtosis	119.6619083
Mean	0.004283638124
MAD	0.007459843865
Skewness	6.37611045
Sum	310.3924184
Variance	0.0002005823267
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	62890	62.9%
0.03333333	1043	1.0%
0.02564103	1041	1.0%
0.06666667	802	0.8%
0.02	796	0.8%
0.05128205	631	0.6%
0.01538462	628	0.6%
0.01333333	351	0.4%
0.03076923	311	0.3%
0.006666667	266	0.3%
Other values (994)	3701	3.7%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	62890	62.9%
6.45e-05	1	< 0.1%
8.55e-05	1	< 0.1%
0.000132733	1	< 0.1%
0.000136718	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.666666667	1	< 0.1%
0.5128205	1	< 0.1%
0.3333333	1	< 0.1%
0.3	1	< 0.1%
0.2564103	3	< 0.1%

ILL_ADDITIONAL_AMT
Numeric

Distinct count	411
Unique (%)	0.4%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.002228688201
Minimum	0
Maximum	0.3
Zeros (%)	65.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0.015
Maximum	0.3
Range	0.3
Interquartile range	0

Descriptive statistics

Standard deviation	0.009713614096
Coef of variation	4.358444618
Kurtosis	81.36133107
Mean	0.002228688201
MAD	0.004029373464
Skewness	7.003126044
Sum	161.490747
Variance	9.43542988e-05
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	65383	65.4%
0.005	2161	2.2%
0.05	1213	1.2%
0.025	1138	1.1%
0.015	928	0.9%
0.01	434	0.4%
0.03	240	0.2%
0.1	124	0.1%
0.02	63	0.1%
0.035	56	0.1%
Other values (400)	720	0.7%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	65383	65.4%
2.49e-05	1	< 0.1%
4.18e-05	1	< 0.1%
0.00010575	1	< 0.1%
0.00010775	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.3	2	< 0.1%
0.25	2	< 0.1%
0.2	1	< 0.1%
0.195	1	< 0.1%
0.175	1	< 0.1%

IM_CNT
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.38378
Minimum	0
Maximum	4
Zeros (%)	71.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	2
Maximum	4
Range	4
Interquartile range	1

Descriptive statistics

Standard deviation	0.6920243497
Coef of variation	1.803179816
Kurtosis	3.189590338
Mean	0.38378
MAD	0.550954568
Skewness	1.884150926
Sum	38378
Variance	0.4788977006
Memory size	781.3 KiB

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
0	71780	71.8%
1	19964	20.0%
2	6414	6.4%
3	1782	1.8%
4	60	0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	71780	71.8%
1	19964	20.0%
2	6414	6.4%
3	1782	1.8%
4	60	0.1%

Maximum 5 values

Value	Count	Frequency (%)
4	60	0.1%
3	1782	1.8%
2	6414	6.4%
1	19964	20.0%
0	71780	71.8%

IM_IS_A_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	99366
Y	634

Toggle details

Value	Count	Frequency (%)
N	99366	99.4%
Y	634	0.6%

IM_IS_B_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	87519
Y	12481

Toggle details

Value	Count	Frequency (%)
N	87519	87.5%
Y	12481	12.5%

IM_IS_C_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	92684
Y	7316

Toggle details

Value	Count	Frequency (%)
N	92684	92.7%
Y	7316	7.3%

IM_IS_D_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	82053
Y	17947

Toggle details

Value	Count	Frequency (%)
N	82053	82.1%
Y	17947	17.9%

INPATIENT_SURGERY_AMT
Numeric

Distinct count	462
Unique (%)	0.5%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.05882138621
Minimum	0
Maximum	0.8242424
Zeros (%)	31.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.03030303
Q3	0.1030303
95-th percentile	0.2424242
Maximum	0.8242424
Range	0.8242424
Interquartile range	0.1030303

Descriptive statistics

Standard deviation	0.07827785177
Coef of variation	1.330771966
Kurtosis	4.952224379
Mean	0.05882138621
MAD	0.06025201733
Skewness	1.908485945
Sum	4262.197645
Variance	0.006127422077
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	31509	31.5%
0.03030303	8804	8.8%
0.1030303	8529	8.5%
0.1333333	2984	3.0%
0.07272727	2457	2.5%
0.06060606	1877	1.9%
0.2424242	1737	1.7%
0.1212121	1293	1.3%
0.01515152	696	0.7%
0.04545455	601	0.6%
Other values (451)	11973	12.0%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	31509	31.5%
0.003030303	2	< 0.1%
0.006060606	4	< 0.1%
0.009090909	14	< 0.1%
0.01212121	26	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.8242424	1	< 0.1%
0.7878788	1	< 0.1%
0.7515152	1	< 0.1%
0.7272727	2	< 0.1%
0.7212121	1	< 0.1%

INSD_1ST_AGE
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.2%
Missing (n)	171

中	25698
低	25170
高	24974

Toggle details

Common values
Composition

Value	Count	Frequency (%)
中	25698	25.7%
低	25170	25.2%
高	24974	25.0%
中高	23987	24.0%
(Missing)	171	0.2%

Max length	3
Mean length	1.24329
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

INSD_CNT
Numeric

Distinct count	10
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.28362
Minimum	0
Maximum	19
Zeros (%)	83.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	2
Maximum	19
Range	19
Interquartile range	0

Descriptive statistics

Standard deviation	0.7472384353
Coef of variation	2.634646482
Kurtosis	14.01051193
Mean	0.28362
MAD	0.4756761192
Skewness	3.181873454
Sum	28362
Variance	0.5583652793
Memory size	781.3 KiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 4.5 5.5 7.5 19. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	83858	83.9%
1	8091	8.1%
2	4907	4.9%
3	2301	2.3%
4	706	0.7%
5	114	0.1%
6	20	< 0.1%
19	1	< 0.1%
12	1	< 0.1%
9	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	83858	83.9%
1	8091	8.1%
2	4907	4.9%
3	2301	2.3%
4	706	0.7%

Maximum 5 values

Value	Count	Frequency (%)
19	1	< 0.1%
12	1	< 0.1%
9	1	< 0.1%
6	20	< 0.1%
5	114	0.1%

INSD_LAST_YEARDIF_CNT
Numeric

Distinct count	59
Unique (%)	0.1%
Missing (%)	0.2%
Missing (n)	171
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1724875816
Minimum	0
Maximum	1
Zeros (%)	6.3%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.05263158
Median	0.1578947
Q3	0.2368421
95-th percentile	0.4736842
Maximum	1
Range	1
Interquartile range	0.18421052

Descriptive statistics

Standard deviation	0.1411532192
Coef of variation	0.8183384441
Kurtosis	1.180349019
Mean	0.1724875816
MAD	0.1097437332
Skewness	1.154539231
Sum	17219.26279
Variance	0.01992423128
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02631579	10370	10.4%
0.05263158	9367	9.4%
0.1842105	8409	8.4%
0.07894737	8212	8.2%
0.1052632	7156	7.2%
0.1578947	6612	6.6%
0.1315789	6384	6.4%
0	6261	6.3%
0.2105263	5952	6.0%
0.2631579	5184	5.2%
Other values (48)	25922	25.9%

Minimum 5 values

Value	Count	Frequency (%)
0	6261	6.3%
0.026315789	427	0.4%
0.02631579	10370	10.4%
0.052631579	327	0.3%
0.05263158	9367	9.4%

Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
0.9210526	3	< 0.1%
0.8947368	4	< 0.1%
0.8684211	4	< 0.1%
0.8421053	8	< 0.1%

L1YR_A_ISSUE_CNT
Numeric

Distinct count	17
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.11817
Minimum	0
Maximum	22
Zeros (%)	93.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	22
Range	22
Interquartile range	0

Descriptive statistics

Standard deviation	0.5617552908
Coef of variation	4.753789378
Kurtosis	110.3817919
Mean	0.11817
MAD	0.220954266
Skewness	8.035825448
Sum	11817
Variance	0.3155690068
Memory size	781.3 KiB

Histogram with fixed size bins (bins=17)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 5.5 6.5 9.5 12.5 22. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	93490	93.5%
1	3639	3.6%
2	1603	1.6%
3	695	0.7%
4	332	0.3%
5	114	0.1%
6	52	0.1%
7	23	< 0.1%
8	18	< 0.1%
9	15	< 0.1%
Other values (7)	19	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	93490	93.5%
1	3639	3.6%
2	1603	1.6%
3	695	0.7%
4	332	0.3%

Maximum 5 values

Value	Count	Frequency (%)
22	1	< 0.1%
16	1	< 0.1%
15	2	< 0.1%
14	1	< 0.1%
13	1	< 0.1%

L1YR_B_ISSUE_CNT
Numeric

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.00333
Minimum	0
Maximum	4
Zeros (%)	99.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range	0

Descriptive statistics

Standard deviation	0.06244157341
Coef of variation	18.75122325
Kurtosis	636.3061052
Mean	0.00333
MAD	0.0066394206
Skewness	22.14429664
Sum	333
Variance	0.00389895009
Memory size	781.3 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 4. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	99691	99.7%
1	289	0.3%
2	17	< 0.1%
3	2	< 0.1%
4	1	< 0.1%

Minimum 5 values

Value	Count	Frequency (%)
0	99691	99.7%
1	289	0.3%
2	17	< 0.1%
3	2	< 0.1%
4	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
4	1	< 0.1%
3	2	< 0.1%
2	17	< 0.1%
1	289	0.3%
0	99691	99.7%

L1YR_C_CNT
Numeric

Distinct count	32
Unique (%)	< 0.1%
Missing (%)	87.9%
Missing (n)	87936
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.994446286
Minimum	1
Maximum	41
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
Median	1
Q3	2
95-th percentile	6
Maximum	41
Range	40
Interquartile range	1

Descriptive statistics

Standard deviation	2.409647702
Coef of variation	1.20817879
Kurtosis	32.47536477
Mean	1.994446286
MAD	1.28476789
Skewness	4.641467467
Sum	24061
Variance	5.806402048
Memory size	781.3 KiB

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
1	7793	7.8%
2	2282	2.3%
3	780	0.8%
4	338	0.3%
5	179	0.2%
12	143	0.1%
6	106	0.1%
7	86	0.1%
11	81	0.1%
8	65	0.1%
Other values (21)	211	0.2%
(Missing)	87936	87.9%

Minimum 5 values

Value	Count	Frequency (%)
1	7793	7.8%
2	2282	2.3%
3	780	0.8%
4	338	0.3%
5	179	0.2%

Maximum 5 values

Value	Count	Frequency (%)
41	1	< 0.1%
37	1	< 0.1%
35	1	< 0.1%
31	1	< 0.1%
30	1	< 0.1%

L1YR_GROSS_PRE_AMT
Numeric

Distinct count	28818
Unique (%)	28.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.0005254029458
Minimum	0
Maximum	0.3278146
Zeros (%)	61.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0.00026496225
95-th percentile	0.00185862665
Maximum	0.3278146
Range	0.3278146
Interquartile range	0.00026496225

Descriptive statistics

Standard deviation	0.003117255596
Coef of variation	5.933075977
Kurtosis	1988.660293
Mean	0.0005254029458
MAD	0.0007758668151
Skewness	31.75482256
Sum	52.54029458
Variance	9.717282448e-06
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[0.0000000e+00 1.2500000e-07 6.3450000e-06 6.3950000e-06 1.0550000e-05 ... 4.3089640e-02 4.3236780e-02 5.4838970e-02 1.3607325e-01 3.2781460e-01], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	60988	61.0%
0.00031051	72	0.1%
0.000140213	63	0.1%
0.000284635	45	< 0.1%
0.008625289	41	< 0.1%
0.000140127	39	< 0.1%
2.55e-05	35	< 0.1%
0.000103504	33	< 0.1%
2.13e-05	32	< 0.1%
0.000528903	32	< 0.1%
Other values (28808)	38620	38.6%

Minimum 5 values

Value	Count	Frequency (%)
0	60988	61.0%
2.5e-07	1	< 0.1%
1.07e-06	2	< 0.1%
1.08e-06	1	< 0.1%
1.2e-06	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.3278146	1	< 0.1%
0.2125369	1	< 0.1%
0.1901671	1	< 0.1%
0.1380289	1	< 0.1%
0.1341176	1	< 0.1%

L1YR_LAPSE_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	91023
Y	8977

Toggle details

Value	Count	Frequency (%)
N	91023	91.0%
Y	8977	9.0%

L1YR_PAYMENT_REMINDER_IND
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	96472
Y	3528

Toggle details

Value	Count	Frequency (%)
N	96472	96.5%
Y	3528	3.5%

LAST_A_CCONTACT_DT
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	64595
Y	35405

Toggle details

Value	Count	Frequency (%)
N	64595	64.6%
Y	35405	35.4%

LAST_A_ISSUE_DT
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	88631
Y	11369

Toggle details

Value	Count	Frequency (%)
N	88631	88.6%
Y	11369	11.4%

LAST_B_CONTACT_DT
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	80812
Y	19188

Toggle details

Value	Count	Frequency (%)
N	80812	80.8%
Y	19188	19.2%

LAST_B_ISSUE_DT
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	99453
Y	547

Toggle details

Value	Count	Frequency (%)
N	99453	99.5%
Y	547	0.5%

LAST_C_DT
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	82299
Y	17701

Toggle details

Value	Count	Frequency (%)
N	82299	82.3%
Y	17701	17.7%

LEVEL
Numeric

Distinct count	6
Unique (%)	< 0.1%
Missing (%)	43.3%
Missing (n)	43305
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.55791516
Minimum	1
Maximum	5
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
Median	5
Q3	5
95-th percentile	5
Maximum	5
Range	4
Interquartile range	3

Descriptive statistics

Standard deviation	1.690771391
Coef of variation	0.4752140833
Kurtosis	-1.396898587
Mean	3.55791516
MAD	1.546731505
Skewness	-0.5935096706
Sum	201716
Variance	2.858707898
Memory size	781.3 KiB

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
5	28415	28.4%
1	13940	13.9%
4	6490	6.5%
3	4041	4.0%
2	3809	3.8%
(Missing)	43305	43.3%

Minimum 5 values

Value	Count	Frequency (%)
1	13940	13.9%
2	3809	3.8%
3	4041	4.0%
4	6490	6.5%
5	28415	28.4%

Maximum 5 values

Value	Count	Frequency (%)
5	28415	28.4%
4	6490	6.5%
3	4041	4.0%
2	3809	3.8%
1	13940	13.9%

LIFE_CNT
Categorical

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

低	55451
中	27078
高	17471

Toggle details

Common values
Composition

Value	Count	Frequency (%)
低	55451	55.5%
中	27078	27.1%
高	17471	17.5%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	False
Contains spaces	False
Contains non-words	False

LIFE_INSD_CNT
Numeric

Distinct count	42
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.031473125
Minimum	0
Maximum	0.921875
Zeros (%)	20.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.015625
Median	0.015625
Q3	0.046875
95-th percentile	0.09375
Maximum	0.921875
Range	0.921875
Interquartile range	0.03125

Descriptive statistics

Standard deviation	0.03426938386
Coef of variation	1.088845924
Kurtosis	31.6062052
Mean	0.031473125
MAD	0.02274639942
Skewness	3.516670731
Sum	3147.3125
Variance	0.00117439067
Memory size	781.3 KiB

Histogram with fixed size bins (bins=42)

Histogram with variable size bins (bins=[0. 0.0078125 0.0234375 0.0390625 0.0546875 ... 0.2421875 0.2734375 0.3828125 0.5078125 0.921875 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.015625	31604	31.6%
0	20083	20.1%
0.03125	19635	19.6%
0.046875	12396	12.4%
0.0625	6773	6.8%
0.078125	3671	3.7%
0.09375	2110	2.1%
0.109375	1317	1.3%
0.125	774	0.8%
0.140625	470	0.5%
Other values (32)	1167	1.2%

Minimum 5 values

Value	Count	Frequency (%)
0	20083	20.1%
0.015625	31604	31.6%
0.03125	19635	19.6%
0.046875	12396	12.4%
0.0625	6773	6.8%

Maximum 5 values

Value	Count	Frequency (%)
0.921875	1	< 0.1%
0.875	1	< 0.1%
0.734375	1	< 0.1%
0.6875	1	< 0.1%
0.625	2	< 0.1%

LONG_TERM_CARE_AMT
Numeric

Distinct count	203
Unique (%)	0.2%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.002393513565
Minimum	0
Maximum	0.8095238
Zeros (%)	70.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	0.8095238
Range	0.8095238
Interquartile range	0

Descriptive statistics

Standard deviation	0.02030456319
Coef of variation	8.483161946
Kurtosis	264.1128643
Mean	0.002393513565
MAD	0.004676948181
Skewness	13.2260828
Sum	173.4339929
Variance	0.0004122752864
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	70778	70.8%
0.07142857	349	0.3%
0.1428571	323	0.3%
0.01190476	185	0.2%
0.1190476	126	0.1%
0.2142857	88	0.1%
0.05952381	87	0.1%
0.03571429	58	0.1%
0.1071429	41	< 0.1%
0.1785714	36	< 0.1%
Other values (192)	389	0.4%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	70778	70.8%
1.43e-05	1	< 0.1%
4e-05	1	< 0.1%
0.00020131	1	< 0.1%
0.000249405	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.8095238	1	< 0.1%
0.7142857	2	< 0.1%
0.702381	1	< 0.1%
0.6428571	3	< 0.1%
0.595238095	1	< 0.1%

MARRIAGE_CD
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing (%)	8.0%
Missing (n)	7951

0	64127
1	26822
2	1100
(Missing)	7951

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	64127	64.1%
1	26822	26.8%
2	1100	1.1%
(Missing)	7951	8.0%

Max length	3
Mean length	3
Min length	3
Contains chars	True
Contains digits	True
Contains spaces	False
Contains non-words	True

MONTHLY_CARE_AMT
Numeric

Distinct count	321
Unique (%)	0.3%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.01891170087
Minimum	0
Maximum	0.8591065
Zeros (%)	52.4%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0.0257732
95-th percentile	0.09063574
Maximum	0.8591065
Range	0.8591065
Interquartile range	0.0257732

Descriptive statistics

Standard deviation	0.04082143403
Coef of variation	2.158527903
Kurtosis	24.76350908
Mean	0.01891170087
MAD	0.02769649345
Skewness	3.724041261
Sum	1370.341845
Variance	0.001666389476
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	52365	52.4%
0.04725086	3484	3.5%
0.0524055	3047	3.0%
0.08591065	2701	2.7%
0.04510309	1458	1.5%
0.1718213	1368	1.4%
0.05283505	833	0.8%
0.02620275	650	0.7%
0.09450172	636	0.6%
0.02362543	450	0.4%
Other values (310)	5468	5.5%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	52365	52.4%
0.003377749	1	< 0.1%
0.004295533	86	0.1%
0.004725086	247	0.2%
0.005154639	388	0.4%

Maximum 5 values

Value	Count	Frequency (%)
0.8591065	1	< 0.1%
0.7302405	1	< 0.1%
0.5902062	1	< 0.1%
0.5747423	1	< 0.1%
0.5274914	15	< 0.1%

OCCUPATION_CLASS_CD
Numeric

Distinct count	8
Unique (%)	< 0.1%
Missing (%)	4.0%
Missing (n)	3960
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.304966681
Minimum	0
Maximum	6
Zeros (%)	0.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
Median	1
Q3	1
95-th percentile	3
Maximum	6
Range	6
Interquartile range	0

Descriptive statistics

Standard deviation	0.7117691639
Coef of variation	0.5454309098
Kurtosis	8.573307133
Mean	1.304966681
MAD	0.4959935016
Skewness	2.639674309
Sum	125329
Variance	0.5066153427
Memory size	781.3 KiB

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	74372	74.4%
2	14517	14.5%
3	3827	3.8%
4	2025	2.0%
0	871	0.9%
5	226	0.2%
6	202	0.2%
(Missing)	3960	4.0%

Minimum 5 values

Value	Count	Frequency (%)
0	871	0.9%
1	74372	74.4%
2	14517	14.5%
3	3827	3.8%
4	2025	2.0%

Maximum 5 values

Value	Count	Frequency (%)
6	202	0.2%
5	226	0.2%
4	2025	2.0%
3	3827	3.8%
2	14517	14.5%

OUTPATIENT_SURGERY_AMT
Numeric

Distinct count	283
Unique (%)	0.3%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.08992208609
Minimum	0
Maximum	0.952381
Zeros (%)	32.7%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0.06349206
Q3	0.142857143
95-th percentile	0.2857143
Maximum	0.952381
Range	0.952381
Interquartile range	0.142857143

Descriptive statistics

Standard deviation	0.1017512516
Coef of variation	1.131549055
Kurtosis	0.403122979
Mean	0.08992208609
MAD	0.086900278
Skewness	0.9408834291
Sum	6515.754358
Variance	0.0103533172
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	32697	32.7%
0.1428571	7599	7.6%
0.2063492	5600	5.6%
0.07936508	5304	5.3%
0.06349206	3426	3.4%
0.2857143	2172	2.2%
0.2222222	2125	2.1%
0.1269841	1322	1.3%
0.1587302	1141	1.1%
0.3174603	951	1.0%
Other values (272)	10123	10.1%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	32697	32.7%
0.007936508	2	< 0.1%
0.01587302	5	< 0.1%
0.01904762	1	< 0.1%
0.02380952	16	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.952381	1	< 0.1%
0.7777778	1	< 0.1%
0.7380952	1	< 0.1%
0.7142857	1	< 0.1%
0.6984127	1	< 0.1%

PAY_LIMIT_MED_MISC_AMT
Numeric

Distinct count	26
Unique (%)	< 0.1%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.0944731576
Minimum	0
Maximum	1
Zeros (%)	53.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0.3125
95-th percentile	0.3125
Maximum	1
Range	1
Interquartile range	0.3125

Descriptive statistics

Standard deviation	0.1669333617
Coef of variation	1.766992508
Kurtosis	1.942454521
Mean	0.0944731576
MAD	0.138179441
Skewness	1.622348676
Sum	6845.525
Variance	0.02786674723
Memory size	781.3 KiB

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	52955	53.0%
0.3125	16280	16.3%
0.625	2531	2.5%
0.1875	281	0.3%
0.09375	138	0.1%
0.375	75	0.1%
0.9375	70	0.1%
0.046875	64	0.1%
0.28125	26	< 0.1%
0.1125	12	< 0.1%
Other values (15)	28	< 0.1%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	52955	53.0%
0.0375	1	< 0.1%
0.046875	64	0.1%
0.05625	2	< 0.1%
0.065625	2	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
1	1	< 0.1%
0.9375	70	0.1%
0.625	2531	2.5%
0.5	1	< 0.1%
0.375	75	0.1%

POLICY_VALUE_AMT
Numeric

Distinct count	10085
Unique (%)	10.1%
Missing (%)	27.5%
Missing (n)	27540
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.0008680706582
Minimum	0
Maximum	0.3785324
Zeros (%)	61.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0.00498043975
Maximum	0.3785324
Range	0.3785324
Interquartile range	0

Descriptive statistics

Standard deviation	0.005358390458
Coef of variation	6.172758412
Kurtosis	837.1188295
Mean	0.0008680706582
MAD	0.001550993904
Skewness	21.37832188
Sum	62.90039989
Variance	2.87123483e-05
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	61862	61.9%
0.00015338	16	< 0.1%
0.001246069	7	< 0.1%
1.48e-05	6	< 0.1%
0.000127829	5	< 0.1%
7.35e-05	5	< 0.1%
1.92e-05	5	< 0.1%
1.42e-05	5	< 0.1%
4.53e-05	4	< 0.1%
2.7e-05	4	< 0.1%
Other values (10074)	10541	10.5%
(Missing)	27540	27.5%

Minimum 5 values

Value	Count	Frequency (%)
0	61862	61.9%
1.28e-08	2	< 0.1%
2.56e-08	1	< 0.1%
3.83e-08	4	< 0.1%
5.11e-08	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
0.3785324	1	< 0.1%
0.2429216	1	< 0.1%
0.24188	1	< 0.1%
0.2385341	1	< 0.1%
0.2310502	1	< 0.1%

REBUY_TIMES_CNT
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	43.3%
Missing (n)	43282

低	27778
中	12267
高	10418
(Missing)	43282

Toggle details

Common values
Composition

Value	Count	Frequency (%)
低	27778	27.8%
中	12267	12.3%
高	10418	10.4%
中高	6255	6.3%
(Missing)	43282	43.3%

Max length	3
Mean length	1.92819
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

RFM_M_LEVEL
Numeric

Distinct count	7
Unique (%)	< 0.1%
Missing (%)	43.3%
Missing (n)	43282
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.644909905
Minimum	3
Maximum	10
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	3
5-th percentile	3
Q1	3
Median	5
Q3	8
95-th percentile	10
Maximum	10
Range	7
Interquartile range	5

Descriptive statistics

Standard deviation	2.451038568
Coef of variation	0.4342033104
Kurtosis	-1.338679653
Mean	5.644909905
MAD	2.208895064
Skewness	0.3111575947
Sum	320168
Variance	6.007590061
Memory size	781.3 KiB

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	20799	20.8%
5	11832	11.8%
8	7753	7.8%
7	7296	7.3%
9	4865	4.9%
10	4173	4.2%
(Missing)	43282	43.3%

Minimum 5 values

Value	Count	Frequency (%)
3	20799	20.8%
5	11832	11.8%
7	7296	7.3%
8	7753	7.8%
9	4865	4.9%

Maximum 5 values

Value	Count	Frequency (%)
10	4173	4.2%
9	4865	4.9%
8	7753	7.8%
7	7296	7.3%
5	11832	11.8%

RFM_R
Categorical

Distinct count	5
Unique (%)	< 0.1%
Missing (%)	43.3%
Missing (n)	43294

低	17506
中高	14616
高	12293
(Missing)	43294

Toggle details

Common values
Composition

Value	Count	Frequency (%)
低	17506	17.5%
中高	14616	14.6%
高	12293	12.3%
中	12291	12.3%
(Missing)	43294	43.3%

Max length	3
Mean length	2.01204
Min length	1
Contains chars	True
Contains digits	False
Contains spaces	False
Contains non-words	False

TERMINATION_RATE
Numeric

Distinct count	251
Unique (%)	0.3%
Missing (%)	43.3%
Missing (n)	43282
Infinite (%)	0.0%
Infinite (n)	0

Mean	12.0909847
Minimum	0
Maximum	100
Zeros (%)	44.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	100
Maximum	100
Range	100
Interquartile range	0

Descriptive statistics

Standard deviation	27.66385817
Coef of variation	2.287973963
Kurtosis	4.383949596
Mean	12.0909847
MAD	18.90746571
Skewness	2.3698803
Sum	685776.47
Variance	765.2890489
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	44093	44.1%
100	3805	3.8%
50	1858	1.9%
33.33	1268	1.3%
25	906	0.9%
20	579	0.6%
16.67	443	0.4%
66.67	424	0.4%
14.29	297	0.3%
40	285	0.3%
Other values (240)	2760	2.8%
(Missing)	43282	43.3%

Minimum 5 values

Value	Count	Frequency (%)
0	44093	44.1%
1.16	1	< 0.1%
1.72	1	< 0.1%
1.89	1	< 0.1%
2.63	1	< 0.1%

Maximum 5 values

Value	Count	Frequency (%)
100	3805	3.8%
95	1	< 0.1%
94.12	1	< 0.1%
92.86	2	< 0.1%
92.31	3	< 0.1%

TOOL_VISIT_1YEAR_CNT
Numeric

Distinct count	73
Unique (%)	0.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.40911
Minimum	0
Maximum	176
Zeros (%)	68.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	8
Maximum	176
Range	176
Interquartile range	1

Descriptive statistics

Standard deviation	3.857406876
Coef of variation	2.737477468
Kurtosis	118.6057472
Mean	1.40911
MAD	2.022626546
Skewness	7.061430161
Sum	140911
Variance	14.8795878
Memory size	781.3 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 32.5 39.5 50.5 63.5 176. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	68792	68.8%
1	10256	10.3%
2	5457	5.5%
3	3566	3.6%
4	2443	2.4%
5	1843	1.8%
6	1340	1.3%
7	1094	1.1%
8	845	0.8%
9	733	0.7%
Other values (63)	3631	3.6%

Minimum 5 values

Value	Count	Frequency (%)
0	68792	68.8%
1	10256	10.3%
2	5457	5.5%
3	3566	3.6%
4	2443	2.4%

Maximum 5 values

Value	Count	Frequency (%)
176	1	< 0.1%
138	1	< 0.1%
114	1	< 0.1%
113	1	< 0.1%
112	1	< 0.1%

X_A_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	38

N	98706
Y	1256
(Missing)	38

Toggle details

Value	Count	Frequency (%)
N	98706	98.7%
Y	1256	1.3%
(Missing)	38	< 0.1%

X_B_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	38

N	67694
Y	32268
(Missing)	38

Toggle details

Value	Count	Frequency (%)
N	67694	67.7%
Y	32268	32.3%
(Missing)	38	< 0.1%

X_C_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	38

N	67118
Y	32844
(Missing)	38

Toggle details

Value	Count	Frequency (%)
N	67118	67.1%
Y	32844	32.8%
(Missing)	38	< 0.1%

X_D_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	38

N	91572
Y	8390
(Missing)	38

Toggle details

Value	Count	Frequency (%)
N	91572	91.6%
Y	8390	8.4%
(Missing)	38	< 0.1%

X_E_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	38

N	79832
Y	20130
(Missing)	38

Toggle details

Value	Count	Frequency (%)
N	79832	79.8%
Y	20130	20.1%
(Missing)	38	< 0.1%

X_F_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	38

N	99732
Y	230
(Missing)	38

Toggle details

Value	Count	Frequency (%)
N	99732	99.7%
Y	230	0.2%
(Missing)	38	< 0.1%

X_G_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	38

N	99760
Y	202
(Missing)	38

Toggle details

Value	Count	Frequency (%)
N	99760	99.8%
Y	202	0.2%
(Missing)	38	< 0.1%

X_H_IND
Boolean

Distinct count	3
Unique (%)	< 0.1%
Missing (%)	< 0.1%
Missing (n)	38

N	76744
Y	23218
(Missing)	38

Toggle details

Value	Count	Frequency (%)
N	76744	76.7%
Y	23218	23.2%
(Missing)	38	< 0.1%

Y1
Boolean

Distinct count	2
Unique (%)	< 0.1%
Missing (%)	0.0%
Missing (n)	0

N	98000
Y	2000

Toggle details

Value	Count	Frequency (%)
N	98000	98.0%
Y	2000	2.0%

First rows

	A_IND	ACCIDENT_HOSPITAL_REC_AMT	AG_CNT	AG_NOW_CNT	AGE	ANNUAL_INCOME_AMT	ANNUAL_PREMIUM_AMT	ANNUITY_AMT	APC_1ST_AGE	APC_1ST_YEARDIF	APC_CNT	B_IND	BANK_NUMBER_CNT	BMI	C_IND	CHANNEL_A_POL_CNT	CHARGE_CITY_CD	CLC_CUR_NUM	CONTACT_CITY_CD	CUS_ID	CUST_9_SEGMENTS_CD	DIEACCIDENT_AMT	DIEBENEFIT_AMT	DISEASES_HOSPITAL_REC_AMT	EDUCATION_CD	EXPIRATION_AMT	FINANCETOOLS_A	FINANCETOOLS_B	FINANCETOOLS_C	FINANCETOOLS_D	FINANCETOOLS_E	FINANCETOOLS_F	FINANCETOOLS_G	FIRST_CANCER_AMT	GENDER	IF_2ND_GEN_IND	IF_ADD_F_IND	IF_ADD_G_IND	IF_ADD_IND	IF_ADD_INSD_F_IND	IF_ADD_INSD_G_IND	IF_ADD_INSD_IND	IF_ADD_INSD_L_IND	IF_ADD_INSD_Q_IND	IF_ADD_INSD_R_IND	IF_ADD_L_IND	IF_ADD_Q_IND	IF_ADD_R_IND	IF_HOUSEHOLD_CLAIM_IND	IF_ISSUE_A_IND	IF_ISSUE_B_IND	IF_ISSUE_C_IND	IF_ISSUE_D_IND	IF_ISSUE_E_IND	IF_ISSUE_F_IND	IF_ISSUE_G_IND	IF_ISSUE_H_IND	IF_ISSUE_I_IND	IF_ISSUE_INSD_A_IND	IF_ISSUE_INSD_B_IND	IF_ISSUE_INSD_C_IND	IF_ISSUE_INSD_D_IND	IF_ISSUE_INSD_E_IND	IF_ISSUE_INSD_F_IND	IF_ISSUE_INSD_G_IND	IF_ISSUE_INSD_H_IND	IF_ISSUE_INSD_I_IND	IF_ISSUE_INSD_J_IND	IF_ISSUE_INSD_K_IND	IF_ISSUE_INSD_L_IND	IF_ISSUE_INSD_M_IND	IF_ISSUE_INSD_N_IND	IF_ISSUE_INSD_O_IND	IF_ISSUE_INSD_P_IND	IF_ISSUE_INSD_Q_IND	IF_ISSUE_J_IND	IF_ISSUE_K_IND	IF_ISSUE_L_IND	IF_ISSUE_M_IND	IF_ISSUE_N_IND	IF_ISSUE_O_IND	IF_ISSUE_P_IND	IF_ISSUE_Q_IND	IF_S_REAL_IND	IF_Y_REAL_IND	ILL_ACCELERATION_AMT	ILL_ADDITIONAL_AMT	IM_IS_A_IND	IM_IS_B_IND	IM_IS_C_IND	IM_IS_D_IND	INPATIENT_SURGERY_AMT	INSD_1ST_AGE	INSD_LAST_YEARDIF_CNT	L1YR_A_ISSUE_CNT	L1YR_C_CNT	L1YR_GROSS_PRE_AMT	L1YR_LAPSE_IND	L1YR_PAYMENT_REMINDER_IND	LAST_A_CCONTACT_DT	LAST_A_ISSUE_DT	LAST_B_CONTACT_DT	LAST_B_ISSUE_DT	LAST_C_DT	LEVEL	LIFE_CNT	LIFE_INSD_CNT	LONG_TERM_CARE_AMT	MARRIAGE_CD	MONTHLY_CARE_AMT	OCCUPATION_CLASS_CD	OUTPATIENT_SURGERY_AMT	PAY_LIMIT_MED_MISC_AMT	POLICY_VALUE_AMT	REBUY_TIMES_CNT	RFM_M_LEVEL	RFM_R	X_A_IND	X_B_IND	X_C_IND	X_D_IND	X_E_IND	X_F_IND	X_G_IND	X_H_IND	Y1
0	NaN	NaN	1	0	低	0.001667	0.000192	NaN	低	0.046512	0	NaN	0.125	0.125	NaN	0	A1	0	A1	3418	C	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	N	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	N	N	N	N	N	Y	N	N	N	N	N	NaN	NaN	N	N	N	N	NaN	低	0.052632	0	NaN	0.000174	N	N	Y	N	N	N	N	3.0	中	0.015625	NaN	NaN	NaN	1.0	NaN	NaN	NaN	低	3.0	低	N	N	N	N	N	N	N	N	N
1	NaN	NaN	1	0	低	0.000167	0.009675	NaN	低	0.046512	0	NaN	0.125	0.175	NaN	0	A1	0	A1	4302	A	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	N	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	N	N	N	N	N	Y	N	N	N	NaN	NaN	N	N	N	N	NaN	中	0.052632	0	NaN	0.008724	N	N	Y	N	N	N	N	5.0	中	0.015625	NaN	NaN	NaN	1.0	NaN	NaN	NaN	低	3.0	低	N	N	N	N	N	N	N	N	N
2	NaN	0.0	1	0	低	0.000125	0.000292	0.0	低	0.000000	1	NaN	0.000	0.225	NaN	1	A1	1	A1	5545	A	0.0	0.0	0.0	1.0	0.0	Y	N	N	N	N	N	N	0.00000	M	Y	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	N	N	Y	N	N	N	N	N	N	N	Y	N	N	N	N	N	0.0	0.0	N	N	N	N	0.0	中	0.000000	1	NaN	0.005359	N	N	Y	Y	N	N	N	5.0	中	0.031250	0.0	0.0	0.0	1.0	0.0	0.0	0.0	低	3.0	低	N	N	N	Y	N	N	N	N	N
3	NaN	NaN	1	0	低	0.004167	NaN	NaN	低	0.162791	0	NaN	0.125	0.150	NaN	0	A1	0	A1	7207	C	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	N	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	N	N	N	N	N	Y	N	N	N	NaN	NaN	N	N	N	N	NaN	中	0.210526	0	NaN	0.000000	N	N	Y	N	N	N	N	5.0	中	0.015625	NaN	0.0	NaN	1.0	NaN	NaN	NaN	低	3.0	中高	N	N	N	N	N	N	N	N	N
4	Y	0.0	1	1	低	0.000083	0.000664	0.0	低	0.116279	1	N	0.000	0.175	N	1	A1	1	A1	7213	C	0.0	0.0	0.0	1.0	0.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	0.04717	M	Y	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	Y	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	Y	N	N	N	N	Y	N	Y	N	N	N	N	N	Y	N	N	N	N	N	0.0	0.0	N	N	N	N	0.0	低	0.078947	0	NaN	0.000603	N	N	N	N	N	N	N	2.0	中	0.062500	0.0	0.0	0.0	1.0	0.0	0.0	0.0	低	3.0	中	N	Y	N	N	Y	N	N	N	N
5	NaN	NaN	1	0	低	NaN	0.000265	NaN	低	0.186047	0	NaN	0.125	0.225	NaN	0	A1	0	A1	8818	C	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	N	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	N	N	N	N	N	Y	N	N	N	N	N	NaN	NaN	N	N	N	N	NaN	低	0.210526	0	NaN	0.000243	N	N	Y	N	N	N	N	3.0	中	0.015625	NaN	0.0	NaN	1.0	NaN	NaN	NaN	低	3.0	中高	N	N	N	N	N	N	N	N	N
6	NaN	NaN	1	0	低	NaN	0.002923	NaN	低	0.069767	0	NaN	0.125	0.200	NaN	0	A1	0	A1	9681	A	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	N	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	N	N	N	N	N	Y	N	N	N	N	N	NaN	NaN	N	N	N	N	NaN	低	0.078947	0	NaN	0.002600	N	N	N	N	N	N	N	3.0	中	0.015625	NaN	0.0	NaN	1.0	NaN	NaN	NaN	低	3.0	中	N	N	N	N	N	N	N	N	N
7	NaN	NaN	1	0	低	NaN	0.003267	NaN	低	0.046512	0	NaN	0.125	0.150	NaN	0	A1	0	A1	9743	A	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	N	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	N	N	N	N	N	Y	N	N	N	NaN	NaN	N	N	N	N	NaN	低	0.052632	0	NaN	0.002887	N	N	Y	N	N	N	N	5.0	中	0.015625	NaN	0.0	NaN	1.0	NaN	NaN	NaN	低	3.0	低	N	N	N	N	N	N	N	N	N
8	NaN	NaN	2	0	低	0.000250	0.000154	NaN	低	0.116279	1	NaN	0.125	0.325	NaN	0	A1	0	A1	9839	C	NaN	NaN	NaN	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	Y	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	Y	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	N	N	N	N	N	Y	N	N	N	N	N	NaN	NaN	N	N	N	N	NaN	低	0.131579	0	NaN	0.000140	N	N	N	N	N	N	N	1.0	中	0.031250	NaN	0.0	NaN	1.0	NaN	NaN	NaN	低	3.0	中	N	N	N	N	N	N	N	N	N
9	NaN	NaN	1	0	低	0.000417	0.000201	NaN	低	0.139535	1	NaN	0.125	0.300	NaN	0	A1	0	A1	10246	C	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	Y	N	N	N	NaN	NaN	N	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	N	Y	N	N	Y	N	N	N	N	Y	N	N	N	N	N	NaN	NaN	N	N	N	N	NaN	低	0.157895	0	NaN	0.000182	N	N	N	N	N	N	N	1.0	中	0.046875	NaN	0.0	NaN	1.0	NaN	NaN	NaN	低	3.0	中高	N	N	N	N	N	N	N	N	N

Last rows

	A_IND	ACCIDENT_HOSPITAL_REC_AMT	AG_CNT	AG_NOW_CNT	AGE	ANNUAL_INCOME_AMT	ANNUAL_PREMIUM_AMT	ANNUITY_AMT	APC_1ST_AGE	APC_1ST_YEARDIF	B_IND	BANK_NUMBER_CNT	BMI	C_IND	CHANNEL_A_POL_CNT	CHARGE_CITY_CD	CLC_CUR_NUM	CONTACT_CITY_CD	CUS_ID	CUST_9_SEGMENTS_CD	DIEACCIDENT_AMT	DIEBENEFIT_AMT	DISEASES_HOSPITAL_REC_AMT	EDUCATION_CD	EXPIRATION_AMT	FINANCETOOLS_A	FINANCETOOLS_B	FINANCETOOLS_C	FINANCETOOLS_D	FINANCETOOLS_E	FINANCETOOLS_F	FINANCETOOLS_G	FIRST_CANCER_AMT	GENDER	IF_2ND_GEN_IND	IF_ADD_F_IND	IF_ADD_G_IND	IF_ADD_IND	IF_ADD_INSD_F_IND	IF_ADD_INSD_G_IND	IF_ADD_INSD_IND	IF_ADD_INSD_L_IND	IF_ADD_INSD_Q_IND	IF_ADD_INSD_R_IND	IF_ADD_L_IND	IF_ADD_Q_IND	IF_ADD_R_IND	IF_HOUSEHOLD_CLAIM_IND	IF_ISSUE_A_IND	IF_ISSUE_B_IND	IF_ISSUE_C_IND	IF_ISSUE_D_IND	IF_ISSUE_E_IND	IF_ISSUE_F_IND	IF_ISSUE_G_IND	IF_ISSUE_H_IND	IF_ISSUE_I_IND	IF_ISSUE_INSD_A_IND	IF_ISSUE_INSD_B_IND	IF_ISSUE_INSD_C_IND	IF_ISSUE_INSD_D_IND	IF_ISSUE_INSD_E_IND	IF_ISSUE_INSD_F_IND	IF_ISSUE_INSD_G_IND	IF_ISSUE_INSD_H_IND	IF_ISSUE_INSD_I_IND	IF_ISSUE_INSD_J_IND	IF_ISSUE_INSD_K_IND	IF_ISSUE_INSD_L_IND	IF_ISSUE_INSD_M_IND	IF_ISSUE_INSD_N_IND	IF_ISSUE_INSD_O_IND	IF_ISSUE_INSD_P_IND	IF_ISSUE_INSD_Q_IND	IF_ISSUE_J_IND	IF_ISSUE_K_IND	IF_ISSUE_L_IND	IF_ISSUE_M_IND	IF_ISSUE_N_IND	IF_ISSUE_O_IND	IF_ISSUE_P_IND	IF_ISSUE_Q_IND	IF_S_REAL_IND	IF_Y_REAL_IND	ILL_ACCELERATION_AMT	ILL_ADDITIONAL_AMT	IM_CNT	IM_IS_A_IND	IM_IS_B_IND	IM_IS_C_IND	IM_IS_D_IND	INPATIENT_SURGERY_AMT	INSD_1ST_AGE	INSD_CNT	INSD_LAST_YEARDIF_CNT	L1YR_A_ISSUE_CNT	L1YR_C_CNT	L1YR_GROSS_PRE_AMT	L1YR_LAPSE_IND	L1YR_PAYMENT_REMINDER_IND	LAST_A_CCONTACT_DT	LAST_A_ISSUE_DT	LAST_B_CONTACT_DT	LAST_B_ISSUE_DT	LAST_C_DT	LEVEL	LIFE_CNT	LONG_TERM_CARE_AMT	MARRIAGE_CD	MONTHLY_CARE_AMT	OCCUPATION_CLASS_CD	OUTPATIENT_SURGERY_AMT	PAY_LIMIT_MED_MISC_AMT	POLICY_VALUE_AMT	REBUY_TIMES_CNT	RFM_M_LEVEL	RFM_R	TERMINATION_RATE	TOOL_VISIT_1YEAR_CNT	X_A_IND	X_B_IND	X_C_IND	X_D_IND	X_E_IND	X_F_IND	X_G_IND	X_H_IND	Y1
99990	NaN	NaN	1	1	高	0.000300	0.000132	NaN	高	0.302326	NaN	0.125	NaN	NaN	1	C2	1	C2	2430306	H	NaN	NaN	NaN	1.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	F	N	Y	N	Y	NaN	NaN	NaN	NaN	NaN	NaN	Y	Y	N	N	N	N	N	N	N	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Y	N	N	N	N	N	N	N	N	N	NaN	NaN	0	N	N	N	N	NaN	NaN	1	NaN	0	NaN	0.000118	N	N	N	N	N	N	N	4.0	中	NaN	1.0	NaN	2.0	NaN	NaN	NaN	低	3.0	高	0.00	4	N	Y	Y	N	N	N	N	Y	N
99991	NaN	NaN	1	1	中高	0.001250	0.000381	NaN	高	0.139535	NaN	0.000	NaN	NaN	6	A2	1	A2	2460885	G	NaN	NaN	NaN	4.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	N	N	N	Y	NaN	NaN	NaN	NaN	NaN	NaN	Y	Y	N	N	N	N	N	N	N	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	N	Y	N	N	NaN	NaN	0	N	N	N	N	NaN	NaN	4	NaN	0	2.0	0.000321	N	Y	Y	Y	N	N	Y	5.0	高	NaN	1.0	NaN	1.0	NaN	NaN	NaN	中	9.0	低	16.67	8	N	Y	N	N	N	N	N	Y	Y
99992	NaN	NaN	1	1	中高	0.000833	0.000338	NaN	中高	0.093023	NaN	0.000	NaN	NaN	2	A2	1	A2	2473956	G	NaN	NaN	NaN	3.0	NaN	Y	N	Y	N	N	N	N	NaN	F	N	N	N	Y	NaN	NaN	NaN	NaN	NaN	NaN	Y	Y	N	N	N	N	N	N	N	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	N	Y	N	N	NaN	NaN	1	N	Y	N	N	NaN	NaN	1	NaN	0	NaN	0.000307	N	N	Y	N	Y	N	N	5.0	中	NaN	1.0	NaN	1.0	NaN	NaN	NaN	低	5.0	中	0.00	0	N	Y	N	N	N	N	N	Y	N
99993	N	NaN	1	1	高	0.000250	0.000611	NaN	高	0.116279	N	0.125	NaN	N	1	D	1	D	2484381	G	NaN	NaN	NaN	2.0	NaN	Y	N	N	N	N	N	N	NaN	F	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	Y	N	N	N	NaN	NaN	1	N	Y	N	N	NaN	NaN	1	NaN	0	NaN	0.000555	N	N	N	N	Y	N	N	4.0	中	NaN	1.0	NaN	1.0	NaN	NaN	NaN	低	3.0	中	0.00	5	N	Y	Y	N	Y	N	N	Y	Y
99994	NaN	NaN	1	1	高	NaN	NaN	NaN	中高	0.534884	NaN	0.000	NaN	NaN	1	D	0	A1	2518005	H	NaN	NaN	NaN	1.0	NaN	N	N	N	N	N	N	N	NaN	F	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	NaN	NaN	0	N	N	N	N	NaN	NaN	1	NaN	0	NaN	0.000000	N	N	N	N	N	N	N	1.0	低	NaN	0.0	NaN	NaN	NaN	NaN	NaN	低	3.0	高	0.00	0	N	N	N	N	N	N	N	N	N
99995	N	NaN	2	0	高	NaN	0.000483	NaN	中高	0.372093	N	0.000	NaN	N	3	A1	2	A1	2525675	G	NaN	NaN	NaN	3.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	F	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	Y	N	N	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	Y	N	N	N	NaN	NaN	1	N	Y	N	N	NaN	NaN	2	NaN	0	NaN	0.000439	N	N	N	N	Y	N	N	1.0	高	NaN	0.0	NaN	NaN	NaN	NaN	NaN	中	7.0	高	0.00	1	N	N	Y	N	Y	N	N	N	N
99996	NaN	NaN	1	0	高	NaN	NaN	NaN	中高	0.465116	NaN	0.000	NaN	NaN	1	E	0	E	2534462	H	NaN	NaN	NaN	1.0	NaN	N	N	Y	N	N	N	N	NaN	F	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	NaN	NaN	1	N	N	N	Y	NaN	NaN	1	NaN	0	NaN	0.000000	N	N	Y	N	N	N	N	5.0	低	NaN	0.0	NaN	NaN	NaN	NaN	NaN	低	3.0	高	100.00	0	N	N	N	N	N	N	N	N	Y
99997	NaN	NaN	3	1	中高	0.000625	NaN	NaN	中	0.279070	NaN	0.000	NaN	NaN	4	C2	0	C2	2535679	H	NaN	NaN	NaN	2.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	F	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	Y	N	N	N	N	N	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	NaN	NaN	1	N	N	N	Y	NaN	NaN	1	NaN	0	NaN	0.000000	N	N	Y	N	N	N	N	5.0	低	NaN	1.0	NaN	1.0	NaN	NaN	NaN	中	8.0	中高	50.00	0	N	N	N	N	N	N	N	N	Y
99998	N	NaN	1	1	高	0.002083	0.000548	NaN	高	0.023256	Y	0.125	NaN	N	2	A1	1	A1	2544819	G	NaN	NaN	NaN	3.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	N	N	N	N	N	N	N	N	N	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	N	N	N	N	Y	N	N	N	N	N	NaN	NaN	0	N	N	N	N	NaN	NaN	2	NaN	0	NaN	0.000504	N	N	Y	Y	N	N	N	4.0	中	NaN	1.0	NaN	1.0	NaN	NaN	NaN	低	5.0	低	0.00	9	N	Y	Y	N	Y	N	N	Y	N
99999	NaN	NaN	1	1	高	0.002500	0.000440	NaN	高	0.000000	NaN	0.000	NaN	NaN	4	B1	1	B1	1994377	G	NaN	NaN	NaN	3.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	M	N	N	N	Y	NaN	NaN	NaN	NaN	NaN	NaN	Y	Y	N	N	N	N	N	N	N	N	N	N	Y	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Y	N	N	N	N	N	N	Y	N	N	NaN	NaN	0	N	N	N	N	NaN	NaN	1	NaN	4	1.0	0.000404	N	N	Y	Y	N	N	Y	5.0	高	NaN	1.0	NaN	1.0	NaN	NaN	NaN	低	8.0	低	0.00	1	N	Y	N	N	N	N	N	Y	N

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows